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RESEARCH:
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Tsiamyrtzis, P, and Hawkins, D. M.
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A Bayesian Scheme to Detect Changes in the Mean of a Short Run Process, to appear in Technometrics.
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Hawkins, D. M. and Zamba, K. D.
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Statistical Process Control for Shifts in Mean or Variance using a Change Point Formulation., to appear in Technometrics.
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Hawkins, D. M. and
Zamba, K. D.
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A Change Point Model for a Shift in Variance, Journal of Quality Technology, 37, (2005), 21-31.
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Liu, L., Hawkins, D.
M., Ghosh, S., and Young, S. S.
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Robust Singular Value Decomposition Analysis of Microarray Data, Proceedings of the National Academy of Sciences, 100, (2003), 13167-13172.
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Hawkins, D. M.
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The Problem of Overfitting, Journal of Chemical Information and Computer Sciences, 44, (2004), 1-12.
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Hawkins, D. M., Qiu,
P., and
Kang, C.-W. |
The Changepoint Model for Statistical Process Control, Journal of Quality Technology, 35, 355-365.
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Hawkins, D. M., Basak,
S. C., and Mills, D.
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Assessing Model fit by Cross-validation, Journal of Chemical Information and Computer Sciences, 43, (2003), 579-586.
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Hawkins, D. M. and Yin, X.
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A Faster Algorithm for Ridge Regression of Reduced Rank Data, Computational Statistics and Data Analysis, 40, (2002), 253-262.
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Durbin, D., Hawkins, D.M.,
and Rocke, D.M.
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A variance-stabilizing transformation for gene-expression microarray data, Bioinformatics, 18, (2002), S105-S110.
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Hawkins. D. M., Basak, S. and Shi,X. |
QSAR with few compounds and many features, Journal of Chemical Information and Computer Sciences, 41, (2002), 663-670.
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Hawkins, D. M.
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Diagnostics for conformity of paired quantitative measurements, Statistics in Medicine, 21, (2002),1913--1935.
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Hawkins, D. M. and Olive, D, J.
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Inconsistency of high breakdown estimators for high breakdown regression estimators and a new algorithm (with discussion) Journal of the American Statistical Association, 97, (2002), 136 - 148, rejoinder156 -159.
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Hawkins, D. M., and Musser, B. J.
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Feature selection with nondeterministic recursive partitioning, 2001 Proceedings, American Statistical Association [CD-ROM] Alexandria, VA: ASA.
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Hawkins,
D. M., Garrett, J. A. and Stephenson, B.
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Some issues in resolution of diagnostic tests using an imperfect gold standard, Statistics in Medicine, 20, (2001), 1987-2001.
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Stromberg,
A. J., Hössjer, O., and Hawkins. D. M.
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The least trimmed difference regression estimator and alternatives, Journal of the American Statistical Association', 95, (2000), 853-864.
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Smyth,
G. K. and Hawkins, D. M.,
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Robust frequency estimation using elemental sets, Journal of Computational and Graphical Statistics, 9, (2000), 196-211.
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Hawkins,
D. M., and Oehlert, G. W.
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Characterization using normal or log-normal data with multiple censoring points, Environmetrics, 11, (2000) 167-181.
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Young,
S. S. and
Hawkins, D. M |
Using recursive partitioning to analyze a large SAR data set SAR and QSAR in Environmental Research, 8, (1998), 183-193.
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Beres, D. L. and Hawkins, D. M.
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Plackett-Burman technique for sensitivity analysis of many-parametered models, Ecological Modelling, 141, (2001), 171-183.
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Hawkins,
D. M.
and Olive, D. J |
Applications and algorithms for least trimmed sum of absolute deviations regression, Computational Statistics and Data Analysis, 32, (1999), 119-134.
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Hawkins,
D. M.
and Olive, D. J |
Improved feasible solution algorithms for high breakdown estimation Computational Statistics and Data Analysis, 30, (1999), 1-11.
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Ames,
A.,
Mattucci, N. and Hawkins, D. M |
Empirical optimization of image processes by use of designed experiments and quality loss functions, Journal of Imaging Science and Technology, 43, (1998), 166-169.
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Olive,
D. J. and
Hawkins, D. M |
Discussion of ''Regression Depth" Journal of the American Statistical Association 94, (1999), 416-417.
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Hawkins,
D. M.,
and Olwell, D. H |
Cumulative Sum Control Charts and Charting for Quality Improvement , (1998), Springer, New York.
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Hawkins,
D. M.,
Young, S. S., and Rusinko, A |
Analysis of a large structure-activity data set using recursive partitioning, Quantitative Structure-Activity Relationships, 16, (1997), 296-302.
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Hawkins,
D. M.,
and Olwell, D. H |
Inverse Gaussian CUSUM control charts for location and shape, The Statistician, 46, (1997), 323-335.
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Hawkins, D.
M.,
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High breakdown linear discriminant analysis, Journal of the American Statistical Association, 92, (1997), 136-143. |
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Hawkins,
D. M
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Outliers, Encyclopedia of Biostatistics, (1998), ed. P. Armitage and T. Colton.
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Cornelissen,
G.,
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Individual assessment of antihypertensive response by self-starting cumulative sums, Journal of Medical Engineering and Technology, 21, (1997), 111-120.
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Hawkins,
D. M.
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Multivariate quality control and regression-adjusted variables, 1996 Proceedings, Section on Physical and Engineering Sciences, American Statistical Association.
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Young,
S. S., and
Hawkins, D. M |
Analysis of a 2^9 full factorial chemical library, Journal of Medicinal Chemistry, 38, (1995), 2784 - 2788.
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Hawkins,
D. M.
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Convergence of the feasible solution algorithm for least median of squares regression, Computational Statistics and Data Analysis, 19, (1995), 519-538.
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Hawkins,
D. M.
and McKenzie, D. P |
A
data-based comparison of some recursive partitioning procedures, Proceedings,
Statistical Computing Section, American Statistical Association,
(1995), 245-252
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